Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 63 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.0 KiB |
| Average record size in memory | 146.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 17 |
Sector has a high cardinality: 63 distinct values | High cardinality |
2000-01 is highly overall correlated with 2001-02 and 15 other fields | High correlation |
2001-02 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2002-03 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2003-04 is highly overall correlated with 2000-01 and 15 other fields | High correlation |
2004-05 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2005-06 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2006-07 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2007-08 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2008-09 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2009-10 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2010-11 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2011-12 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2012-13 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2013-14 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2014-15 is highly overall correlated with 2000-01 and 16 other fields | High correlation |
2015-16 is highly overall correlated with 2001-02 and 15 other fields | High correlation |
2016-17 is highly overall correlated with 2000-01 and 15 other fields | High correlation |
Sector is highly overall correlated with 2000-01 and 16 other fields | High correlation |
Sector is uniformly distributed | Uniform |
Sector has unique values | Unique |
2000-01 has 23 (36.5%) zeros | Zeros |
2001-02 has 18 (28.6%) zeros | Zeros |
2002-03 has 13 (20.6%) zeros | Zeros |
2003-04 has 10 (15.9%) zeros | Zeros |
2004-05 has 6 (9.5%) zeros | Zeros |
2005-06 has 7 (11.1%) zeros | Zeros |
2006-07 has 8 (12.7%) zeros | Zeros |
2007-08 has 2 (3.2%) zeros | Zeros |
2008-09 has 5 (7.9%) zeros | Zeros |
2009-10 has 5 (7.9%) zeros | Zeros |
2010-11 has 3 (4.8%) zeros | Zeros |
2011-12 has 4 (6.3%) zeros | Zeros |
2012-13 has 5 (7.9%) zeros | Zeros |
2013-14 has 3 (4.8%) zeros | Zeros |
2014-15 has 2 (3.2%) zeros | Zeros |
2015-16 has 5 (7.9%) zeros | Zeros |
2016-17 has 6 (9.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-14 06:08:09.035724 |
|---|---|
| Analysis finished | 2024-03-14 06:08:46.675350 |
| Duration | 37.64 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Sector
Categorical
HIGH CARDINALITY HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 63 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 632.0 B |
| METALLURGICAL INDUSTRIES | 1 |
|---|---|
| DEFENCE INDUSTRIES | 1 |
| PAPER AND PULP (INCLUDING PAPER PRODUCTS) | 1 |
| SUGAR | 1 |
| FERMENTATION INDUSTRIES | 1 |
| Other values (58) |
Length
| Max length | 115 |
|---|---|
| Median length | 37 |
| Mean length | 26.428571 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1665 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 63 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | METALLURGICAL INDUSTRIES |
|---|---|
| 2nd row | MINING |
| 3rd row | POWER |
| 4th row | NON-CONVENTIONAL ENERGY |
| 5th row | COAL PRODUCTION |
Common Values
| Value | Count | Frequency (%) |
| METALLURGICAL INDUSTRIES | 1 | 1.6% |
| DEFENCE INDUSTRIES | 1 | 1.6% |
| PAPER AND PULP (INCLUDING PAPER PRODUCTS) | 1 | 1.6% |
| SUGAR | 1 | 1.6% |
| FERMENTATION INDUSTRIES | 1 | 1.6% |
| FOOD PROCESSING INDUSTRIES | 1 | 1.6% |
| VEGETABLE OILS AND VANASPATI | 1 | 1.6% |
| SOAPS, COSMETICS & TOILET PREPARATIONS | 1 | 1.6% |
| RUBBER GOODS | 1 | 1.6% |
| LEATHER,LEATHER GOODS AND PICKERS | 1 | 1.6% |
| Other values (53) | 53 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| and | 12 | 6.2% |
| 11 | 5.7% | |
| industries | 6 | 3.1% |
| including | 5 | 2.6% |
| instruments | 3 | 1.6% |
| other | 3 | 1.6% |
| paper | 3 | 1.6% |
| machinery | 3 | 1.6% |
| products | 3 | 1.6% |
| services | 3 | 1.6% |
| Other values (124) | 141 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 134 | 8.0% |
| 130 | 7.8% | |
| I | 127 | 7.6% |
| N | 112 | 6.7% |
| R | 110 | 6.6% |
| T | 109 | 6.5% |
| A | 102 | 6.1% |
| S | 97 | 5.8% |
| O | 81 | 4.9% |
| C | 75 | 4.5% |
| Other values (47) | 588 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1342 | |
| Lowercase Letter | 136 | 8.2% |
| Space Separator | 130 | 7.8% |
| Other Punctuation | 32 | 1.9% |
| Close Punctuation | 10 | 0.6% |
| Open Punctuation | 10 | 0.6% |
| Dash Punctuation | 5 | 0.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 134 | |
| I | 127 | 9.5% |
| N | 112 | 8.3% |
| R | 110 | 8.2% |
| T | 109 | 8.1% |
| A | 102 | 7.6% |
| S | 97 | 7.2% |
| O | 81 | 6.0% |
| C | 75 | 5.6% |
| L | 62 | 4.6% |
| Other values (15) | 333 |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 19 | |
| s | 14 | |
| i | 13 | |
| e | 11 | |
| u | 11 | |
| t | 10 | 7.4% |
| r | 10 | 7.4% |
| o | 9 | 6.6% |
| c | 7 | 5.1% |
| a | 6 | 4.4% |
| Other values (13) | 26 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 16 | |
| & | 12 | |
| . | 2 | 6.2% |
| : | 1 | 3.1% |
| / | 1 | 3.1% |
Space Separator
| Value | Count | Frequency (%) |
| 130 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 10 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 10 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1478 | |
| Common | 187 | 11.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 134 | 9.1% |
| I | 127 | 8.6% |
| N | 112 | 7.6% |
| R | 110 | 7.4% |
| T | 109 | 7.4% |
| A | 102 | 6.9% |
| S | 97 | 6.6% |
| O | 81 | 5.5% |
| C | 75 | 5.1% |
| L | 62 | 4.2% |
| Other values (38) | 469 |
Common
| Value | Count | Frequency (%) |
| 130 | ||
| , | 16 | 8.6% |
| & | 12 | 6.4% |
| ) | 10 | 5.3% |
| ( | 10 | 5.3% |
| - | 5 | 2.7% |
| . | 2 | 1.1% |
| : | 1 | 0.5% |
| / | 1 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1665 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 134 | 8.0% |
| 130 | 7.8% | |
| I | 127 | 7.6% |
| N | 112 | 6.7% |
| R | 110 | 6.6% |
| T | 109 | 6.5% |
| A | 102 | 6.1% |
| S | 97 | 5.8% |
| O | 81 | 4.9% |
| C | 75 | 4.5% |
| Other values (47) | 588 |
2000-01
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 41 |
|---|---|
| Distinct (%) | 65.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.757302 |
| Minimum | 0 |
|---|---|
| Maximum | 832.07 |
| Zeros | 23 |
| Zeros (%) | 36.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4.03 |
| Q3 | 23.51 |
| 95-th percentile | 171.035 |
| Maximum | 832.07 |
| Range | 832.07 |
| Interquartile range (IQR) | 23.51 |
Descriptive statistics
| Standard deviation | 112.22786 |
|---|---|
| Coefficient of variation (CV) | 2.9723485 |
| Kurtosis | 41.709285 |
| Mean | 37.757302 |
| Median Absolute Deviation (MAD) | 4.03 |
| Skewness | 6.052167 |
| Sum | 2378.71 |
| Variance | 12595.093 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 22.69 | 1 | 1.6% |
| 67.72 | 1 | 1.6% |
| 2.06 | 1 | 1.6% |
| 60.04 | 1 | 1.6% |
| 16.02 | 1 | 1.6% |
| 45.75 | 1 | 1.6% |
| 0.1 | 1 | 1.6% |
| 9.75 | 1 | 1.6% |
| 33.87 | 1 | 1.6% |
| Other values (31) | 31 |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 0.1 | 1 | 1.6% |
| 1.01 | 1 | 1.6% |
| 1.05 | 1 | 1.6% |
| 1.32 | 1 | 1.6% |
| 1.42 | 1 | 1.6% |
| 2.06 | 1 | 1.6% |
| 2.41 | 1 | 1.6% |
| 3.64 | 1 | 1.6% |
| 4.03 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 832.07 | 1 | |
| 228.39 | 1 | |
| 195.33 | 1 | |
| 177.69 | 1 | |
| 111.14 | 1 | |
| 89.42 | 1 | |
| 81.5 | 1 | |
| 79.76 | 1 | |
| 71.38 | 1 | |
| 67.72 | 1 |
2001-02
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 46 |
|---|---|
| Distinct (%) | 73.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.931587 |
| Minimum | 0 |
|---|---|
| Maximum | 873.23 |
| Zeros | 18 |
| Zeros (%) | 28.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.07 |
| Q3 | 44.83 |
| 95-th percentile | 234.321 |
| Maximum | 873.23 |
| Range | 873.23 |
| Interquartile range (IQR) | 44.83 |
Descriptive statistics
| Standard deviation | 157.87874 |
|---|---|
| Coefficient of variation (CV) | 2.469495 |
| Kurtosis | 16.287041 |
| Mean | 63.931587 |
| Median Absolute Deviation (MAD) | 5.07 |
| Skewness | 3.8818679 |
| Sum | 4027.69 |
| Variance | 24925.695 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 14.14 | 1 | 1.6% |
| 0.05 | 1 | 1.6% |
| 16.7 | 1 | 1.6% |
| 11.04 | 1 | 1.6% |
| 219.39 | 1 | 1.6% |
| 46.39 | 1 | 1.6% |
| 0.2 | 1 | 1.6% |
| 0.94 | 1 | 1.6% |
| 8.37 | 1 | 1.6% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 0.05 | 1 | 1.6% |
| 0.11 | 1 | 1.6% |
| 0.14 | 1 | 1.6% |
| 0.18 | 1 | 1.6% |
| 0.2 | 1 | 1.6% |
| 0.36 | 1 | 1.6% |
| 0.78 | 1 | 1.6% |
| 0.94 | 1 | 1.6% |
| 1.04 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 873.23 | 1 | |
| 757.44 | 1 | |
| 419.39 | 1 | |
| 235.76 | 1 | |
| 221.37 | 1 | |
| 219.39 | 1 | |
| 211.07 | 1 | |
| 187.95 | 1 | |
| 139.9 | 1 | |
| 87.23 | 1 |
2002-03
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 51 |
|---|---|
| Distinct (%) | 81.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.925714 |
| Minimum | 0 |
|---|---|
| Maximum | 419.96 |
| Zeros | 13 |
| Zeros (%) | 20.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 11.01 |
| Q3 | 36.555 |
| 95-th percentile | 288.168 |
| Maximum | 419.96 |
| Range | 419.96 |
| Interquartile range (IQR) | 36.355 |
Descriptive statistics
| Standard deviation | 86.606439 |
|---|---|
| Coefficient of variation (CV) | 2.0175888 |
| Kurtosis | 8.0415295 |
| Mean | 42.925714 |
| Median Absolute Deviation (MAD) | 11.01 |
| Skewness | 2.8976557 |
| Sum | 2704.32 |
| Variance | 7500.6753 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 13 | 20.6% |
| 36.61 | 1 | 1.6% |
| 0.21 | 1 | 1.6% |
| 40.07 | 1 | 1.6% |
| 54.18 | 1 | 1.6% |
| 7.36 | 1 | 1.6% |
| 3.97 | 1 | 1.6% |
| 8.07 | 1 | 1.6% |
| 36.88 | 1 | 1.6% |
| 16.42 | 1 | 1.6% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 0.01 | 1 | 1.6% |
| 0.04 | 1 | 1.6% |
| 0.19 | 1 | 1.6% |
| 0.21 | 1 | 1.6% |
| 0.56 | 1 | 1.6% |
| 0.6 | 1 | 1.6% |
| 1.3 | 1 | 1.6% |
| 1.31 | 1 | 1.6% |
| 1.7 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 419.96 | 1 | |
| 314.24 | 1 | |
| 296.34 | 1 | |
| 295.88 | 1 | |
| 218.76 | 1 | |
| 191.6 | 1 | |
| 128.12 | 1 | |
| 59.11 | 1 | |
| 56.78 | 1 | |
| 54.18 | 1 |
2003-04
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 53 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.727778 |
| Minimum | 0 |
|---|---|
| Maximum | 368.32 |
| Zeros | 10 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.215 |
| median | 6.37 |
| Q3 | 38.66 |
| 95-th percentile | 118.817 |
| Maximum | 368.32 |
| Range | 368.32 |
| Interquartile range (IQR) | 38.445 |
Descriptive statistics
| Standard deviation | 67.653735 |
|---|---|
| Coefficient of variation (CV) | 1.9481159 |
| Kurtosis | 11.567171 |
| Mean | 34.727778 |
| Median Absolute Deviation (MAD) | 6.37 |
| Skewness | 3.1983231 |
| Sum | 2187.85 |
| Variance | 4577.0279 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10 | 15.9% |
| 0.04 | 2 | 3.2% |
| 8.11 | 1 | 1.6% |
| 9.58 | 1 | 1.6% |
| 108.91 | 1 | 1.6% |
| 9.34 | 1 | 1.6% |
| 7.15 | 1 | 1.6% |
| 1.7 | 1 | 1.6% |
| 109.22 | 1 | 1.6% |
| 1.69 | 1 | 1.6% |
| Other values (43) | 43 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 0.01 | 1 | 1.6% |
| 0.02 | 1 | 1.6% |
| 0.04 | 2 | 3.2% |
| 0.11 | 1 | 1.6% |
| 0.19 | 1 | 1.6% |
| 0.24 | 1 | 1.6% |
| 0.3 | 1 | 1.6% |
| 0.32 | 1 | 1.6% |
| 0.43 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 368.32 | 1 | |
| 271.15 | 1 | |
| 235.48 | 1 | |
| 119.09 | 1 | |
| 116.36 | 1 | |
| 109.22 | 1 | |
| 108.91 | 1 | |
| 86.49 | 1 | |
| 82.31 | 1 | |
| 80.64 | 1 |
2004-05
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 58 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.090317 |
| Minimum | 0 |
|---|---|
| Maximum | 527.9 |
| Zeros | 6 |
| Zeros (%) | 9.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.715 |
| median | 9.09 |
| Q3 | 43.205 |
| 95-th percentile | 247.216 |
| Maximum | 527.9 |
| Range | 527.9 |
| Interquartile range (IQR) | 42.49 |
Descriptive statistics
| Standard deviation | 101.93487 |
|---|---|
| Coefficient of variation (CV) | 1.9951896 |
| Kurtosis | 10.779881 |
| Mean | 51.090317 |
| Median Absolute Deviation (MAD) | 9.03 |
| Skewness | 3.133449 |
| Sum | 3218.69 |
| Variance | 10390.718 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6 | 9.5% |
| 200.38 | 1 | 1.6% |
| 0.05 | 1 | 1.6% |
| 2.7 | 1 | 1.6% |
| 2.94 | 1 | 1.6% |
| 139 | 1 | 1.6% |
| 43.98 | 1 | 1.6% |
| 9.09 | 1 | 1.6% |
| 0.89 | 1 | 1.6% |
| 40.06 | 1 | 1.6% |
| Other values (48) | 48 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.01 | 1 | 1.6% |
| 0.03 | 1 | 1.6% |
| 0.05 | 1 | 1.6% |
| 0.06 | 1 | 1.6% |
| 0.07 | 1 | 1.6% |
| 0.1 | 1 | 1.6% |
| 0.16 | 1 | 1.6% |
| 0.44 | 1 | 1.6% |
| 0.47 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 527.9 | 1 | |
| 456.15 | 1 | |
| 293.36 | 1 | |
| 252.42 | 1 | |
| 200.38 | 1 | |
| 152.06 | 1 | |
| 139 | 1 | |
| 121.97 | 1 | |
| 121.83 | 1 | |
| 118.33 | 1 |
2005-06
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 57 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.93254 |
| Minimum | 0 |
|---|---|
| Maximum | 1359.97 |
| Zeros | 7 |
| Zeros (%) | 11.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.23 |
| median | 22.62 |
| Q3 | 63.855 |
| 95-th percentile | 445.644 |
| Maximum | 1359.97 |
| Range | 1359.97 |
| Interquartile range (IQR) | 62.625 |
Descriptive statistics
| Standard deviation | 206.43697 |
|---|---|
| Coefficient of variation (CV) | 2.3476743 |
| Kurtosis | 23.950437 |
| Mean | 87.93254 |
| Median Absolute Deviation (MAD) | 22.12 |
| Skewness | 4.4761071 |
| Sum | 5539.75 |
| Variance | 42616.221 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7 | 11.1% |
| 149.13 | 1 | 1.6% |
| 47.4 | 1 | 1.6% |
| 27.38 | 1 | 1.6% |
| 3 | 1 | 1.6% |
| 169.83 | 1 | 1.6% |
| 41.74 | 1 | 1.6% |
| 12.31 | 1 | 1.6% |
| 87.42 | 1 | 1.6% |
| 34.09 | 1 | 1.6% |
| Other values (47) | 47 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 0.1 | 1 | 1.6% |
| 0.33 | 1 | 1.6% |
| 0.38 | 1 | 1.6% |
| 0.5 | 1 | 1.6% |
| 0.59 | 1 | 1.6% |
| 0.74 | 1 | 1.6% |
| 0.81 | 1 | 1.6% |
| 0.93 | 1 | 1.6% |
| 1.11 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 1359.97 | 1 | |
| 617.98 | 1 | |
| 548.61 | 1 | |
| 452.08 | 1 | |
| 387.72 | 1 | |
| 228.71 | 1 | |
| 172.44 | 1 | |
| 169.83 | 1 | |
| 164.76 | 1 | |
| 149.13 | 1 |
2006-07
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 56 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 198.2819 |
| Minimum | 0 |
|---|---|
| Maximum | 4713.78 |
| Zeros | 8 |
| Zeros (%) | 12.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.16 |
| median | 25.82 |
| Q3 | 108.325 |
| 95-th percentile | 459.346 |
| Maximum | 4713.78 |
| Range | 4713.78 |
| Interquartile range (IQR) | 104.165 |
Descriptive statistics
| Standard deviation | 686.78312 |
|---|---|
| Coefficient of variation (CV) | 3.4636702 |
| Kurtosis | 32.937355 |
| Mean | 198.2819 |
| Median Absolute Deviation (MAD) | 25.82 |
| Skewness | 5.5338261 |
| Sum | 12491.76 |
| Variance | 471671.05 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 8 | 12.7% |
| 169.94 | 1 | 1.6% |
| 224.2 | 1 | 1.6% |
| 5.08 | 1 | 1.6% |
| 9.85 | 1 | 1.6% |
| 27.58 | 1 | 1.6% |
| 102 | 1 | 1.6% |
| 16.22 | 1 | 1.6% |
| 6.04 | 1 | 1.6% |
| 18.75 | 1 | 1.6% |
| Other values (46) | 46 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 0.04 | 1 | 1.6% |
| 0.07 | 1 | 1.6% |
| 0.99 | 1 | 1.6% |
| 1.3 | 1 | 1.6% |
| 1.43 | 1 | 1.6% |
| 2.44 | 1 | 1.6% |
| 2.81 | 1 | 1.6% |
| 3.31 | 1 | 1.6% |
| 5.01 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 4713.78 | 1 | |
| 2613.33 | 1 | |
| 1392.95 | 1 | |
| 476.51 | 1 | |
| 304.87 | 1 | |
| 260.72 | 1 | |
| 242.47 | 1 | |
| 224.2 | 1 | |
| 195.66 | 1 | |
| 169.94 | 1 |
2007-08
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 61 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 390.08571 |
| Minimum | 0 |
|---|---|
| Maximum | 6986.17 |
| Zeros | 2 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.478 |
| Q1 | 9.95 |
| median | 58.82 |
| Q3 | 279.27 |
| 95-th percentile | 1370.095 |
| Maximum | 6986.17 |
| Range | 6986.17 |
| Interquartile range (IQR) | 269.32 |
Descriptive statistics
| Standard deviation | 1026.2499 |
|---|---|
| Coefficient of variation (CV) | 2.6308319 |
| Kurtosis | 29.631477 |
| Mean | 390.08571 |
| Median Absolute Deviation (MAD) | 57.55 |
| Skewness | 5.1077242 |
| Sum | 24575.4 |
| Variance | 1053188.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.27 | 2 | 3.2% |
| 0 | 2 | 3.2% |
| 1175.75 | 1 | 1.6% |
| 16.89 | 1 | 1.6% |
| 31.24 | 1 | 1.6% |
| 10.07 | 1 | 1.6% |
| 270.05 | 1 | 1.6% |
| 70.17 | 1 | 1.6% |
| 1.53 | 1 | 1.6% |
| 6.38 | 1 | 1.6% |
| Other values (51) | 51 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.01 | 1 | |
| 0.39 | 1 | |
| 1.27 | 2 | |
| 1.51 | 1 | |
| 1.53 | 1 | |
| 1.95 | 1 | |
| 2.23 | 1 | |
| 2.28 | 1 | |
| 5.51 | 1 |
| Value | Count | Frequency (%) |
| 6986.17 | 1 | |
| 3887.33 | 1 | |
| 1405.04 | 1 | |
| 1382.25 | 1 | |
| 1260.7 | 1 | |
| 1175.75 | 1 | |
| 988.68 | 1 | |
| 918.18 | 1 | |
| 656.1 | 1 | |
| 653.74 | 1 |
2008-09
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 59 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 498.34857 |
| Minimum | 0 |
|---|---|
| Maximum | 6183.49 |
| Zeros | 5 |
| Zeros (%) | 7.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 11.95 |
| median | 84.88 |
| Q3 | 383.32 |
| 95-th percentile | 2448.737 |
| Maximum | 6183.49 |
| Range | 6183.49 |
| Interquartile range (IQR) | 371.37 |
Descriptive statistics
| Standard deviation | 1134.649 |
|---|---|
| Coefficient of variation (CV) | 2.2768181 |
| Kurtosis | 13.609974 |
| Mean | 498.34857 |
| Median Absolute Deviation (MAD) | 83.83 |
| Skewness | 3.6009337 |
| Sum | 31395.96 |
| Variance | 1287428.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 7.9% |
| 959.94 | 1 | 1.6% |
| 11.27 | 1 | 1.6% |
| 157.52 | 1 | 1.6% |
| 272.51 | 1 | 1.6% |
| 5.01 | 1 | 1.6% |
| 144.7 | 1 | 1.6% |
| 102.71 | 1 | 1.6% |
| 42.88 | 1 | 1.6% |
| 22.03 | 1 | 1.6% |
| Other values (49) | 49 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.09 | 1 | 1.6% |
| 0.22 | 1 | 1.6% |
| 0.83 | 1 | 1.6% |
| 1.05 | 1 | 1.6% |
| 1.17 | 1 | 1.6% |
| 2.27 | 1 | 1.6% |
| 3.32 | 1 | 1.6% |
| 5.01 | 1 | 1.6% |
| 5.35 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 6183.49 | 1 | |
| 4657.51 | 1 | |
| 4246.76 | 1 | |
| 2548.63 | 1 | |
| 1549.7 | 1 | |
| 1543.34 | 1 | |
| 1150.03 | 1 | |
| 959.94 | 1 | |
| 907.66 | 1 | |
| 735.04 | 1 |
2009-10
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 59 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 410.06952 |
| Minimum | 0 |
|---|---|
| Maximum | 5466.13 |
| Zeros | 5 |
| Zeros (%) | 7.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7.88 |
| median | 69.74 |
| Q3 | 341.595 |
| 95-th percentile | 1268.24 |
| Maximum | 5466.13 |
| Range | 5466.13 |
| Interquartile range (IQR) | 333.715 |
Descriptive statistics
| Standard deviation | 926.81463 |
|---|---|
| Coefficient of variation (CV) | 2.2601402 |
| Kurtosis | 17.981421 |
| Mean | 410.06952 |
| Median Absolute Deviation (MAD) | 69.64 |
| Skewness | 4.0264878 |
| Sum | 25834.38 |
| Variance | 858985.35 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 7.9% |
| 419.88 | 1 | 1.6% |
| 341.31 | 1 | 1.6% |
| 0.1 | 1 | 1.6% |
| 112.02 | 1 | 1.6% |
| 278.89 | 1 | 1.6% |
| 69.74 | 1 | 1.6% |
| 24.58 | 1 | 1.6% |
| 24.12 | 1 | 1.6% |
| 5.06 | 1 | 1.6% |
| Other values (49) | 49 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.1 | 1 | 1.6% |
| 0.25 | 1 | 1.6% |
| 0.27 | 1 | 1.6% |
| 1.88 | 1 | 1.6% |
| 2.83 | 1 | 1.6% |
| 3.96 | 1 | 1.6% |
| 4.02 | 1 | 1.6% |
| 5.06 | 1 | 1.6% |
| 6.54 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 5466.13 | 1 | |
| 4174.53 | 1 | |
| 2539.26 | 1 | |
| 1271.79 | 1 | |
| 1236.29 | 1 | |
| 1222.22 | 1 | |
| 1147.56 | 1 | |
| 871.86 | 1 | |
| 753.02 | 1 | |
| 737.95 | 1 |
2010-11
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 61 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 339.41381 |
| Minimum | 0 |
|---|---|
| Maximum | 3296.09 |
| Zeros | 3 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.019 |
| Q1 | 8.43 |
| median | 58.07 |
| Q3 | 304.28 |
| 95-th percentile | 1644.324 |
| Maximum | 3296.09 |
| Range | 3296.09 |
| Interquartile range (IQR) | 295.85 |
Descriptive statistics
| Standard deviation | 627.14114 |
|---|---|
| Coefficient of variation (CV) | 1.8477184 |
| Kurtosis | 8.693432 |
| Mean | 339.41381 |
| Median Absolute Deviation (MAD) | 57.9 |
| Skewness | 2.7834141 |
| Sum | 21383.07 |
| Variance | 393306.01 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3 | 4.8% |
| 1098.14 | 1 | 1.6% |
| 274.84 | 1 | 1.6% |
| 6.53 | 1 | 1.6% |
| 0.17 | 1 | 1.6% |
| 57.71 | 1 | 1.6% |
| 188.67 | 1 | 1.6% |
| 58.07 | 1 | 1.6% |
| 102.9 | 1 | 1.6% |
| 17.21 | 1 | 1.6% |
| Other values (51) | 51 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.01 | 1 | 1.6% |
| 0.1 | 1 | 1.6% |
| 0.17 | 1 | 1.6% |
| 0.49 | 1 | 1.6% |
| 0.63 | 1 | 1.6% |
| 0.81 | 1 | 1.6% |
| 1.58 | 1 | 1.6% |
| 1.77 | 1 | 1.6% |
| 2.49 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 3296.09 | 1 | |
| 2354.4 | 1 | |
| 1664.5 | 1 | |
| 1663.03 | 1 | |
| 1475.97 | 1 | |
| 1299.41 | 1 | |
| 1271.77 | 1 | |
| 1098.14 | 1 | |
| 779.81 | 1 | |
| 675.07 | 1 |
2011-12
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 60 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 557.4727 |
| Minimum | 0 |
|---|---|
| Maximum | 5215.98 |
| Zeros | 4 |
| Zeros (%) | 6.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.055 |
| Q1 | 22.72 |
| median | 129.36 |
| Q3 | 593.525 |
| 95-th percentile | 3029.7 |
| Maximum | 5215.98 |
| Range | 5215.98 |
| Interquartile range (IQR) | 570.805 |
Descriptive statistics
| Standard deviation | 1031.4741 |
|---|---|
| Coefficient of variation (CV) | 1.8502683 |
| Kurtosis | 8.3029678 |
| Mean | 557.4727 |
| Median Absolute Deviation (MAD) | 125.7 |
| Skewness | 2.7992151 |
| Sum | 35120.78 |
| Variance | 1063938.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 6.3% |
| 1786.14 | 1 | 1.6% |
| 289.89 | 1 | 1.6% |
| 69.7 | 1 | 1.6% |
| 170.21 | 1 | 1.6% |
| 65.02 | 1 | 1.6% |
| 222.08 | 1 | 1.6% |
| 187.37 | 1 | 1.6% |
| 8.3 | 1 | 1.6% |
| 5.84 | 1 | 1.6% |
| Other values (50) | 50 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.55 | 1 | 1.6% |
| 0.58 | 1 | 1.6% |
| 2.77 | 1 | 1.6% |
| 3.66 | 1 | 1.6% |
| 3.99 | 1 | 1.6% |
| 4.44 | 1 | 1.6% |
| 5.32 | 1 | 1.6% |
| 5.84 | 1 | 1.6% |
| 7.08 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 5215.98 | 1 | |
| 4040.71 | 1 | |
| 3232.28 | 1 | |
| 3140.78 | 1 | |
| 2029.98 | 1 | |
| 1997.24 | 1 | |
| 1786.14 | 1 | |
| 1652.38 | 1 | |
| 1295.34 | 1 | |
| 992.86 | 1 |
2012-13
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 59 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 355.93 |
| Minimum | 0 |
|---|---|
| Maximum | 4832.98 |
| Zeros | 5 |
| Zeros (%) | 7.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15.115 |
| median | 95.41 |
| Q3 | 288.025 |
| 95-th percentile | 1452.856 |
| Maximum | 4832.98 |
| Range | 4832.98 |
| Interquartile range (IQR) | 272.91 |
Descriptive statistics
| Standard deviation | 778.09137 |
|---|---|
| Coefficient of variation (CV) | 2.1860798 |
| Kurtosis | 20.034167 |
| Mean | 355.93 |
| Median Absolute Deviation (MAD) | 91.08 |
| Skewness | 4.1665736 |
| Sum | 22423.59 |
| Variance | 605426.18 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 7.9% |
| 1466.23 | 1 | 1.6% |
| 142.32 | 1 | 1.6% |
| 12.26 | 1 | 1.6% |
| 107.21 | 1 | 1.6% |
| 401.46 | 1 | 1.6% |
| 108.39 | 1 | 1.6% |
| 160.07 | 1 | 1.6% |
| 642.18 | 1 | 1.6% |
| 46.7 | 1 | 1.6% |
| Other values (49) | 49 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.15 | 1 | 1.6% |
| 0.27 | 1 | 1.6% |
| 0.41 | 1 | 1.6% |
| 0.58 | 1 | 1.6% |
| 4.33 | 1 | 1.6% |
| 5.09 | 1 | 1.6% |
| 5.1 | 1 | 1.6% |
| 6.71 | 1 | 1.6% |
| 12.26 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 4832.98 | 1 | |
| 3259.05 | 1 | |
| 1537.28 | 1 | |
| 1466.23 | 1 | |
| 1332.49 | 1 | |
| 1123.46 | 1 | |
| 1106.52 | 1 | |
| 717.8 | 1 | |
| 642.18 | 1 | |
| 535.68 | 1 |
2013-14
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 61 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 385.70349 |
| Minimum | 0 |
|---|---|
| Maximum | 3982.89 |
| Zeros | 3 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.184 |
| Q1 | 16.61 |
| median | 113.78 |
| Q3 | 473.06 |
| 95-th percentile | 1339.746 |
| Maximum | 3982.89 |
| Range | 3982.89 |
| Interquartile range (IQR) | 456.45 |
Descriptive statistics
| Standard deviation | 658.42994 |
|---|---|
| Coefficient of variation (CV) | 1.7070884 |
| Kurtosis | 14.279305 |
| Mean | 385.70349 |
| Median Absolute Deviation (MAD) | 113.24 |
| Skewness | 3.2979528 |
| Sum | 24299.32 |
| Variance | 433529.99 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3 | 4.8% |
| 567.63 | 1 | 1.6% |
| 0.82 | 1 | 1.6% |
| 3.08 | 1 | 1.6% |
| 814.58 | 1 | 1.6% |
| 3982.89 | 1 | 1.6% |
| 21.55 | 1 | 1.6% |
| 108.44 | 1 | 1.6% |
| 370.54 | 1 | 1.6% |
| 6.14 | 1 | 1.6% |
| Other values (51) | 51 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.17 | 1 | 1.6% |
| 0.31 | 1 | 1.6% |
| 0.53 | 1 | 1.6% |
| 0.54 | 1 | 1.6% |
| 0.82 | 1 | 1.6% |
| 0.97 | 1 | 1.6% |
| 2.96 | 1 | 1.6% |
| 3.08 | 1 | 1.6% |
| 5.86 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 3982.89 | 1 | |
| 2225.1 | 1 | |
| 1517.28 | 1 | |
| 1343.39 | 1 | |
| 1306.95 | 1 | |
| 1279.34 | 1 | |
| 1226.05 | 1 | |
| 1126.27 | 1 | |
| 1066.08 | 1 | |
| 814.58 | 1 |
2014-15
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 62 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 490.95984 |
| Minimum | 0 |
|---|---|
| Maximum | 4443.26 |
| Zeros | 2 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.76 |
| Q1 | 33.8 |
| median | 177.22 |
| Q3 | 595.39 |
| 95-th percentile | 2682.68 |
| Maximum | 4443.26 |
| Range | 4443.26 |
| Interquartile range (IQR) | 561.59 |
Descriptive statistics
| Standard deviation | 837.78706 |
|---|---|
| Coefficient of variation (CV) | 1.7064269 |
| Kurtosis | 9.1307656 |
| Mean | 490.95984 |
| Median Absolute Deviation (MAD) | 156 |
| Skewness | 2.8976347 |
| Sum | 30930.47 |
| Variance | 701887.16 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2 | 3.2% |
| 359.34 | 1 | 1.6% |
| 458.13 | 1 | 1.6% |
| 27.77 | 1 | 1.6% |
| 225.38 | 1 | 1.6% |
| 515.86 | 1 | 1.6% |
| 148.34 | 1 | 1.6% |
| 177.22 | 1 | 1.6% |
| 284.51 | 1 | 1.6% |
| 34.21 | 1 | 1.6% |
| Other values (52) | 52 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.08 | 1 | |
| 0.75 | 1 | |
| 0.85 | 1 | |
| 1.33 | 1 | |
| 1.36 | 1 | |
| 1.43 | 1 | |
| 1.9 | 1 | |
| 8.97 | 1 | |
| 21.44 | 1 |
| Value | Count | Frequency (%) |
| 4443.26 | 1 | |
| 2894.94 | 1 | |
| 2727.96 | 1 | |
| 2725.64 | 1 | |
| 2296.04 | 1 | |
| 1497.74 | 1 | |
| 1079.02 | 1 | |
| 870.25 | 1 | |
| 777.01 | 1 | |
| 769.14 | 1 |
2015-16
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 59 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 634.93635 |
| Minimum | 0 |
|---|---|
| Maximum | 6889.46 |
| Zeros | 5 |
| Zeros (%) | 7.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 30 |
| median | 159.13 |
| Q3 | 519.07 |
| 95-th percentile | 3713.47 |
| Maximum | 6889.46 |
| Range | 6889.46 |
| Interquartile range (IQR) | 489.07 |
Descriptive statistics
| Standard deviation | 1335.3077 |
|---|---|
| Coefficient of variation (CV) | 2.1030576 |
| Kurtosis | 11.666251 |
| Mean | 634.93635 |
| Median Absolute Deviation (MAD) | 152.77 |
| Skewness | 3.3799707 |
| Sum | 40000.99 |
| Variance | 1783046.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 7.9% |
| 456.31 | 1 | 1.6% |
| 0.1 | 1 | 1.6% |
| 105.85 | 1 | 1.6% |
| 202.36 | 1 | 1.6% |
| 505.88 | 1 | 1.6% |
| 34.22 | 1 | 1.6% |
| 193.26 | 1 | 1.6% |
| 296.15 | 1 | 1.6% |
| 17.13 | 1 | 1.6% |
| Other values (49) | 49 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.1 | 1 | 1.6% |
| 0.82 | 1 | 1.6% |
| 1.12 | 1 | 1.6% |
| 3.32 | 1 | 1.6% |
| 6.36 | 1 | 1.6% |
| 7.42 | 1 | 1.6% |
| 16.44 | 1 | 1.6% |
| 17.13 | 1 | 1.6% |
| 19.69 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 6889.46 | 1 | |
| 5904.36 | 1 | |
| 4510.71 | 1 | |
| 3845.32 | 1 | |
| 2526.82 | 1 | |
| 1469.95 | 1 | |
| 1332.69 | 1 | |
| 1324.4 | 1 | |
| 1009.34 | 1 | |
| 868.8 | 1 |
2016-17
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 58 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 690.13111 |
| Minimum | 0 |
|---|---|
| Maximum | 8684.07 |
| Zeros | 6 |
| Zeros (%) | 9.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 632.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 19.905 |
| median | 110.86 |
| Q3 | 741.22 |
| 95-th percentile | 2327.629 |
| Maximum | 8684.07 |
| Range | 8684.07 |
| Interquartile range (IQR) | 721.315 |
Descriptive statistics
| Standard deviation | 1411.9654 |
|---|---|
| Coefficient of variation (CV) | 2.0459378 |
| Kurtosis | 18.092572 |
| Mean | 690.13111 |
| Median Absolute Deviation (MAD) | 110.86 |
| Skewness | 3.8913695 |
| Sum | 43478.26 |
| Variance | 1993646.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6 | 9.5% |
| 1440.18 | 1 | 1.6% |
| 261.14 | 1 | 1.6% |
| 15.92 | 1 | 1.6% |
| 110.86 | 1 | 1.6% |
| 727.22 | 1 | 1.6% |
| 108.45 | 1 | 1.6% |
| 92.6 | 1 | 1.6% |
| 262.76 | 1 | 1.6% |
| 2.3 | 1 | 1.6% |
| Other values (48) | 48 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.8 | 1 | 1.6% |
| 0.89 | 1 | 1.6% |
| 1.6 | 1 | 1.6% |
| 2.3 | 1 | 1.6% |
| 7.44 | 1 | 1.6% |
| 10.23 | 1 | 1.6% |
| 10.7 | 1 | 1.6% |
| 15.19 | 1 | 1.6% |
| 15.4 | 1 | 1.6% |
| Value | Count | Frequency (%) |
| 8684.07 | 1 | |
| 5563.69 | 1 | |
| 3651.71 | 1 | |
| 2338.4 | 1 | |
| 2230.69 | 1 | |
| 2130.1 | 1 | |
| 1860.73 | 1 | |
| 1609.32 | 1 | |
| 1516.68 | 1 | |
| 1440.18 | 1 |
| 2000-01 | 2001-02 | 2002-03 | 2003-04 | 2004-05 | 2005-06 | 2006-07 | 2007-08 | 2008-09 | 2009-10 | 2010-11 | 2011-12 | 2012-13 | 2013-14 | 2014-15 | 2015-16 | 2016-17 | Sector | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2000-01 | 1.000 | 0.838 | 0.730 | 0.683 | 0.606 | 0.672 | 0.677 | 0.591 | 0.660 | 0.603 | 0.575 | 0.625 | 0.524 | 0.588 | 0.558 | 0.452 | 0.554 | 1.000 |
| 2001-02 | 0.838 | 1.000 | 0.850 | 0.807 | 0.731 | 0.687 | 0.679 | 0.701 | 0.723 | 0.688 | 0.645 | 0.681 | 0.566 | 0.638 | 0.650 | 0.529 | 0.611 | 1.000 |
| 2002-03 | 0.730 | 0.850 | 1.000 | 0.809 | 0.773 | 0.746 | 0.725 | 0.735 | 0.723 | 0.693 | 0.670 | 0.720 | 0.624 | 0.681 | 0.672 | 0.630 | 0.621 | 1.000 |
| 2003-04 | 0.683 | 0.807 | 0.809 | 1.000 | 0.793 | 0.670 | 0.677 | 0.726 | 0.747 | 0.672 | 0.609 | 0.610 | 0.563 | 0.575 | 0.637 | 0.515 | 0.483 | 1.000 |
| 2004-05 | 0.606 | 0.731 | 0.773 | 0.793 | 1.000 | 0.694 | 0.750 | 0.778 | 0.771 | 0.715 | 0.684 | 0.689 | 0.630 | 0.665 | 0.687 | 0.603 | 0.533 | 1.000 |
| 2005-06 | 0.672 | 0.687 | 0.746 | 0.670 | 0.694 | 1.000 | 0.824 | 0.684 | 0.740 | 0.689 | 0.718 | 0.727 | 0.628 | 0.763 | 0.690 | 0.628 | 0.648 | 1.000 |
| 2006-07 | 0.677 | 0.679 | 0.725 | 0.677 | 0.750 | 0.824 | 1.000 | 0.788 | 0.843 | 0.766 | 0.836 | 0.803 | 0.701 | 0.834 | 0.787 | 0.719 | 0.749 | 1.000 |
| 2007-08 | 0.591 | 0.701 | 0.735 | 0.726 | 0.778 | 0.684 | 0.788 | 1.000 | 0.845 | 0.824 | 0.780 | 0.744 | 0.627 | 0.707 | 0.752 | 0.708 | 0.637 | 1.000 |
| 2008-09 | 0.660 | 0.723 | 0.723 | 0.747 | 0.771 | 0.740 | 0.843 | 0.845 | 1.000 | 0.797 | 0.835 | 0.834 | 0.695 | 0.804 | 0.803 | 0.700 | 0.737 | 1.000 |
| 2009-10 | 0.603 | 0.688 | 0.693 | 0.672 | 0.715 | 0.689 | 0.766 | 0.824 | 0.797 | 1.000 | 0.897 | 0.855 | 0.799 | 0.800 | 0.846 | 0.822 | 0.777 | 1.000 |
| 2010-11 | 0.575 | 0.645 | 0.670 | 0.609 | 0.684 | 0.718 | 0.836 | 0.780 | 0.835 | 0.897 | 1.000 | 0.892 | 0.787 | 0.833 | 0.900 | 0.826 | 0.839 | 1.000 |
| 2011-12 | 0.625 | 0.681 | 0.720 | 0.610 | 0.689 | 0.727 | 0.803 | 0.744 | 0.834 | 0.855 | 0.892 | 1.000 | 0.848 | 0.851 | 0.896 | 0.839 | 0.856 | 1.000 |
| 2012-13 | 0.524 | 0.566 | 0.624 | 0.563 | 0.630 | 0.628 | 0.701 | 0.627 | 0.695 | 0.799 | 0.787 | 0.848 | 1.000 | 0.863 | 0.847 | 0.812 | 0.771 | 1.000 |
| 2013-14 | 0.588 | 0.638 | 0.681 | 0.575 | 0.665 | 0.763 | 0.834 | 0.707 | 0.804 | 0.800 | 0.833 | 0.851 | 0.863 | 1.000 | 0.843 | 0.823 | 0.821 | 1.000 |
| 2014-15 | 0.558 | 0.650 | 0.672 | 0.637 | 0.687 | 0.690 | 0.787 | 0.752 | 0.803 | 0.846 | 0.900 | 0.896 | 0.847 | 0.843 | 1.000 | 0.860 | 0.863 | 1.000 |
| 2015-16 | 0.452 | 0.529 | 0.630 | 0.515 | 0.603 | 0.628 | 0.719 | 0.708 | 0.700 | 0.822 | 0.826 | 0.839 | 0.812 | 0.823 | 0.860 | 1.000 | 0.857 | 1.000 |
| 2016-17 | 0.554 | 0.611 | 0.621 | 0.483 | 0.533 | 0.648 | 0.749 | 0.637 | 0.737 | 0.777 | 0.839 | 0.856 | 0.771 | 0.821 | 0.863 | 0.857 | 1.000 | 1.000 |
| Sector | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Sector | 2000-01 | 2001-02 | 2002-03 | 2003-04 | 2004-05 | 2005-06 | 2006-07 | 2007-08 | 2008-09 | 2009-10 | 2010-11 | 2011-12 | 2012-13 | 2013-14 | 2014-15 | 2015-16 | 2016-17 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | METALLURGICAL INDUSTRIES | 22.69 | 14.14 | 36.61 | 8.11 | 200.38 | 149.13 | 169.94 | 1175.75 | 959.94 | 419.88 | 1098.14 | 1786.14 | 1466.23 | 567.63 | 359.34 | 456.31 | 1440.18 |
| 1 | MINING | 1.32 | 6.52 | 10.06 | 23.48 | 9.92 | 7.40 | 6.62 | 444.36 | 34.16 | 174.40 | 79.51 | 142.65 | 57.89 | 12.73 | 684.39 | 520.67 | 55.75 |
| 2 | POWER | 89.42 | 757.44 | 59.11 | 27.09 | 43.37 | 72.69 | 157.15 | 988.68 | 907.66 | 1271.79 | 1271.77 | 1652.38 | 535.68 | 1066.08 | 707.04 | 868.80 | 1112.98 |
| 3 | NON-CONVENTIONAL ENERGY | 0.00 | 0.00 | 1.70 | 4.14 | 1.27 | 1.35 | 2.44 | 58.82 | 125.88 | 622.52 | 214.40 | 452.17 | 1106.52 | 414.25 | 615.95 | 776.51 | 783.57 |
| 4 | COAL PRODUCTION | 0.00 | 0.00 | 0.00 | 0.04 | 0.00 | 9.14 | 1.30 | 14.08 | 0.22 | 0.00 | 0.00 | 0.00 | 0.00 | 2.96 | 0.00 | 0.00 | 0.00 |
| 5 | PETROLEUM & NATURAL GAS | 9.35 | 211.07 | 56.78 | 80.64 | 102.78 | 12.09 | 87.71 | 1405.04 | 349.29 | 265.53 | 556.43 | 2029.98 | 214.80 | 112.23 | 1079.02 | 103.02 | 180.40 |
| 6 | BOILERS AND STEAM GENERATING PLANTS | 0.00 | 0.00 | 0.00 | 0.04 | 0.54 | 0.00 | 3.31 | 1.51 | 0.00 | 3.96 | 0.63 | 31.79 | 20.05 | 0.17 | 1.33 | 77.91 | 53.91 |
| 7 | PRIME MOVER (OTHER THAN ELECTRICAL GENERATORS) | 0.00 | 0.00 | 0.00 | 0.00 | 2.66 | 0.74 | 25.57 | 40.53 | 74.88 | 39.50 | 166.44 | 313.75 | 184.60 | 212.78 | 230.70 | 159.13 | 286.88 |
| 8 | ELECTRICAL EQUIPMENTS | 79.76 | 65.76 | 34.71 | 73.20 | 97.40 | 39.50 | 76.85 | 653.74 | 417.35 | 728.27 | 153.90 | 566.39 | 195.87 | 134.31 | 574.83 | 444.88 | 2230.69 |
| 9 | COMPUTER SOFTWARE & HARDWARE | 228.39 | 419.39 | 314.24 | 368.32 | 527.90 | 1359.97 | 2613.33 | 1382.25 | 1543.34 | 871.86 | 779.81 | 796.35 | 485.96 | 1126.27 | 2296.04 | 5904.36 | 3651.71 |
| Sector | 2000-01 | 2001-02 | 2002-03 | 2003-04 | 2004-05 | 2005-06 | 2006-07 | 2007-08 | 2008-09 | 2009-10 | 2010-11 | 2011-12 | 2012-13 | 2013-14 | 2014-15 | 2015-16 | 2016-17 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 53 | TRADING | 11.49 | 43.27 | 38.13 | 31.12 | 14.22 | 28.93 | 114.65 | 345.02 | 643.64 | 737.95 | 498.04 | 731.55 | 717.80 | 1343.39 | 2727.96 | 3845.32 | 2338.40 |
| 54 | RETAIL TRADING | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.27 | 0.09 | 13.73 | 26.27 | 31.70 | 22.31 | 11.30 | 168.72 | 262.24 | 450.94 |
| 55 | AGRICULTURE SERVICES | 17.52 | 14.06 | 11.01 | 0.59 | 3.83 | 9.08 | 12.53 | 58.13 | 5.35 | 1222.22 | 43.90 | 49.02 | 161.47 | 91.01 | 59.95 | 84.65 | 76.43 |
| 56 | DIAMOND,GOLD ORNAMENTS | 18.83 | 0.36 | 1.30 | 1.96 | 8.58 | 15.52 | 61.97 | 59.15 | 83.50 | 31.08 | 19.59 | 36.30 | 52.61 | 42.56 | 280.18 | 58.54 | 123.92 |
| 57 | TEA AND COFFEE (PROCESSING & WAREHOUSING COFFEE & RUBBER) | 20.23 | 0.14 | 0.00 | 0.32 | 0.01 | 1.43 | 6.20 | 18.94 | 37.08 | 8.15 | 3.12 | 5.32 | 0.27 | 5.86 | 1.43 | 1.12 | 1.60 |
| 58 | PRINTING OF BOOKS (INCLUDING LITHO PRINTING INDUSTRY) | 0.00 | 0.00 | 6.30 | 0.00 | 0.06 | 9.90 | 20.04 | 35.54 | 31.61 | 70.51 | 36.63 | 47.39 | 14.34 | 113.78 | 72.58 | 122.81 | 53.17 |
| 59 | COIR | 0.00 | 0.00 | 0.00 | 0.00 | 0.47 | 0.59 | 0.04 | 0.01 | 0.00 | 0.25 | 0.10 | 0.55 | 0.15 | 0.54 | 1.36 | 0.00 | 0.00 |
| 60 | CONSTRUCTION (INFRASTRUCTURE) ACTIVITIES | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.93 | 64.06 | 182.92 | 172.70 | 324.56 | 675.07 | 386.28 | 283.89 | 485.37 | 870.25 | 4510.71 | 1860.73 |
| 61 | CONSTRUCTION DEVELOPMENT: Townships, housing, built-up infrastructure and construction-development projects | 24.33 | 51.75 | 36.10 | 47.04 | 152.06 | 228.71 | 1392.95 | 3887.33 | 4657.51 | 5466.13 | 1663.03 | 3140.78 | 1332.49 | 1226.05 | 769.14 | 112.55 | 105.14 |
| 62 | MISCELLANEOUS INDUSTRIES | 832.07 | 221.37 | 218.76 | 235.48 | 121.83 | 164.76 | 304.87 | 528.42 | 1549.70 | 1147.56 | 1475.97 | 813.38 | 229.49 | 468.74 | 765.88 | 668.77 | 296.40 |